2 papers
cs.CV2026
CheXthought: A global multimodal dataset of clinical chain-of-thought reasoning and visual attention for chest X-ray interpretation
Sonali Sharma, Jin Long, George Shih +7
Chest X-ray interpretation is one of the most frequently performed diagnostic tasks in medicine and a primary target for AI development, yet current vision-language models are prim…
cs.CL2025
A Systematic Analysis of Declining Medical Safety Messaging in Generative AI Models
Sonali Sharma, Ahmed M. Alaa, Roxana Daneshjou
Generative AI models, including large language models (LLMs) and vision-language models (VLMs), are increasingly used to interpret medical images and answer clinical questions. The…